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RF-DETR

Object Detection
PyTorch
LiteRT
android
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v0.36.0

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See https://github.com/quic/ai-hub-models/releases/v0.36.0 for changelog.

Files changed (4) hide show
  1. README.md +15 -16
  2. RF-DETR.onnx.zip +1 -1
  3. RF-DETR.tflite +2 -2
  4. sdk_versions.yml +2 -2
README.md CHANGED
@@ -35,22 +35,21 @@ More details on model performance across various devices, can be found
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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- | RF-DETR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 343.672 ms | 4 - 450 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 215.166 ms | 4 - 433 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 177.53 ms | 4 - 52 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 178.896 ms | 4 - 451 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 343.672 ms | 4 - 450 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 188.638 ms | 4 - 53 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | SA8295P ADP | Qualcomm® SA8295P | TFLITE | 226.28 ms | 4 - 423 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 184.126 ms | 4 - 52 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 178.896 ms | 4 - 451 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 179.234 ms | 4 - 48 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 87.864 ms | 0 - 188 MB | NPU | [RF-DETR.onnx](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx) |
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- | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 135.669 ms | 3 - 455 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 69.066 ms | 25 - 402 MB | NPU | [RF-DETR.onnx](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx) |
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- | RF-DETR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 115.417 ms | 3 - 382 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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- | RF-DETR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 49.256 ms | 29 - 342 MB | NPU | [RF-DETR.onnx](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx) |
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- | RF-DETR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 100.867 ms | 71 - 71 MB | NPU | [RF-DETR.onnx](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx) |
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  | Model | Precision | Device | Chipset | Target Runtime | Inference Time (ms) | Peak Memory Range (MB) | Primary Compute Unit | Target Model
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  |---|---|---|---|---|---|---|---|---|
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+ | RF-DETR | float | QCS8275 (Proxy) | Qualcomm® QCS8275 (Proxy) | TFLITE | 257.139 ms | 6 - 439 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | QCS8450 (Proxy) | Qualcomm® QCS8450 (Proxy) | TFLITE | 164.963 ms | 6 - 450 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | QCS8550 (Proxy) | Qualcomm® QCS8550 (Proxy) | TFLITE | 125.069 ms | 6 - 36 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | QCS9075 (Proxy) | Qualcomm® QCS9075 (Proxy) | TFLITE | 132.148 ms | 6 - 440 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | SA7255P ADP | Qualcomm® SA7255P | TFLITE | 257.139 ms | 6 - 439 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | SA8255 (Proxy) | Qualcomm® SA8255P (Proxy) | TFLITE | 125.44 ms | 6 - 35 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | SA8650 (Proxy) | Qualcomm® SA8650P (Proxy) | TFLITE | 126.898 ms | 6 - 36 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | SA8775P ADP | Qualcomm® SA8775P | TFLITE | 132.148 ms | 6 - 440 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | TFLITE | 125.701 ms | 6 - 35 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | Samsung Galaxy S23 | Snapdragon® 8 Gen 2 Mobile | ONNX | 87.37 ms | 0 - 104 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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+ | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | TFLITE | 93.042 ms | 5 - 437 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | Samsung Galaxy S24 | Snapdragon® 8 Gen 3 Mobile | ONNX | 64.529 ms | 25 - 389 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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+ | RF-DETR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | TFLITE | 90.255 ms | 5 - 423 MB | NPU | [RF-DETR.tflite](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.tflite) |
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+ | RF-DETR | float | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | ONNX | 55.745 ms | 26 - 322 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
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+ | RF-DETR | float | Snapdragon X Elite CRD | Snapdragon® X Elite | ONNX | 103.222 ms | 71 - 71 MB | NPU | [RF-DETR.onnx.zip](https://huggingface.co/qualcomm/RF-DETR/blob/main/RF-DETR.onnx.zip) |
 
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sdk_versions.yml CHANGED
@@ -1,7 +1,7 @@
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  sdk_versions:
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  tflite:
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- qairt: 2.34.2.250528164111_119506
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  tflite: 2.17.0
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  onnx:
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- qairt: 2.34.2.250528164111_119506
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  onnx_runtime: 1.22.0
 
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  tflite:
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  tflite: 2.17.0
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  onnx:
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  onnx_runtime: 1.22.0